{"id":"W2280586985","doi":"","title":"Population Dynamics and Management of Plant-Parasitic Nematodes in Commercial Strawberry (Fragaria x ananassa) Fields of Southern and Eastern Ontario","year":2015,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragaria; Biology; Horticulture; Population; Geography; Agronomy; Botany; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307831,0.00009534517,0.0002602543,0.00003153223,0.00006945262,0.00000765273,0.0001386511,0.00008221275,0.00003353318],"category_scores_gemma":[0.000001651397,0.0000527896,0.00003807729,0.000106662,0.00004862188,0.00005566275,0.00006441351,0.00006612237,6.450367e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001782843,"about_ca_system_score_gemma":0.000004388578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03059748,"about_ca_topic_score_gemma":0.4744235,"domain_scores_codex":[0.9994679,0.00003525382,0.0001577674,0.0001185371,0.0001457996,0.00007471846],"domain_scores_gemma":[0.9995793,0.00003001518,0.0002801294,0.00004532299,0.0000467264,0.00001853401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001500163,0.0002761951,0.908582,0.00220799,0.0006174073,0.00002485807,0.02721413,0.00003233211,0.005615845,0.004911906,0.0003374413,0.04867971],"study_design_scores_gemma":[0.0002056029,0.0000518054,0.9672102,0.0001324873,0.0001176216,3.65736e-7,0.03166714,0.0001519537,0.000003557929,0.0003469233,0.00003299306,0.00007935351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985908,0.00009141575,0.000003842197,0.0001644648,0.00004057211,0.0001870201,0.0001004809,0.000004657297,0.0008167554],"genre_scores_gemma":[0.9975303,0.000179626,0.00001653439,0.000004269296,0.000007932781,2.17668e-7,0.0006944464,8.070806e-7,0.00156582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.443826,"threshold_uncertainty_score":0.9758579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205117634993073,"score_gpt":0.2160773849946349,"score_spread":0.1955656214953276,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}